diffudist: Diffusion Distance for Complex Networks

Enables the evaluation of diffusion distances for complex single-layer networks. Given a network one can define different types of Laplacian (or transition) matrices corresponding to different continuous-time random walks dynamics on the network. This package enables the evaluation of Laplacians, stochastic matrices, and the corresponding diffusion distance matrices. The metric structure induced by the network-driven process is richer and more robust than the one given by shortest-paths and allows to study the geometry induced by different types of diffusion-like communication mechanisms taking place on complex networks. For more details see: De Domenico, M. (2017) <doi:10.1103/physrevlett.118.168301> and Bertagnolli, G. and De Domenico, M. (2021) <doi:10.1103/PhysRevE.103.042301>.

Version:	1.0.1
Depends:	R (≥ 3.5.0)
Imports:	expm, ggdendro, ggplot2, grid, igraph, Matrix, stats, RColorBrewer, Rcpp (≥ 1.0.10), reshape2, rlang, viridis
LinkingTo:	Rcpp, RcppEigen
Suggests:	knitr, cowplot, parallelDist, strex, tidyr, rmarkdown
Published:	2023-02-27
Author:	Giulia Bertagnolli [aut, cre], Manlio De Domenico [aut]
Maintainer:	Giulia Bertagnolli <giulia.bertagnolli at gmail.com>
BugReports:	https://github.com/gbertagnolli/diffudist/issues/
License:	GPL-2 | GPL-3 [expanded from: GPL (≥ 2)]
URL:	https://gbertagnolli.github.io/diffudist/
NeedsCompilation:	yes
Materials:	README
CRAN checks:	diffudist results

Documentation:

Reference manual:	diffudist.pdf
Vignettes:	new-vignette

Downloads:

Package source:	diffudist_1.0.1.tar.gz
Windows binaries:	r-devel: diffudist_1.0.1.zip, r-release: diffudist_1.0.1.zip, r-oldrel: diffudist_1.0.1.zip
macOS binaries:	r-release (arm64): diffudist_1.0.1.tgz, r-oldrel (arm64): diffudist_1.0.1.tgz, r-release (x86_64): diffudist_1.0.1.tgz, r-oldrel (x86_64): diffudist_1.0.1.tgz
Old sources:	diffudist archive

Linking:

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